・What's Inside

• The five attack layers of modern robots: Physical, perception, AI model, wireless, and cloud
• Real-world risks: Sensor spoofing, adversarial inputs, model poisoning, prompt injection
• Supply-chain vulnerabilities: Including the documented backdoor found in a commercial robot dog
• Challenges for multimodal robots: How failures in vision, language, and action models lead to inconsistent or unsafe behavior
• LAB R7’s Robot Threat Matrix (RTM): A practical framework for securing robot behavior across all layers

・Why Robotics Teams Download This White Paper

• Improve safety and reliability
• Reduce deployment failures in real environments
• Strengthen supply-chain and third-party trust
• Prepare for next-generation multimodal robots